@misc{arxiv_2610_02638v1,
  title = {Batched Speech Decisions Without Decoding: Single-Token Supervision Lets a Frozen LLM Hear Beyond the Transcript},
  author = {{Jie Jin} and {Ziyin Ma} and {Min Yin} and {Jinyu Chen} and {Haigang Song} and {Zhikun Pang} and {Xiaowen Zhang}},
  eprint = {2610.02638v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.02638v1}
}